Codebook for EA Survey, 2019

#eval=params$runcodebooks

codebook(eas_19, survey_repetition = "single", metadata_table = TRUE) #Gerhard: this could also create an html; or make this as a separate markdown. It takes a long time to run... so maybe don't do it here

Metadata

Description

Dataset name: eas_19

The dataset has N=2513 rows and 303 columns. 0 rows have no missing values on any column.

Metadata for search engines

• Date published: 2021-03-12

x referrer sincere is_ea1 is_ea2 first_heard_EA involved_tlycs involved_local_EA involved_lesswrong involved_givewell involved_ace involved_ssc involved_online_ea involved_personal_contact involved_80K involved_GWWC involved_ea_global involved_ea_global_x involved_book_blog involved_podcast involved_swiss involved_none_of_the_above involved_other which_year_EA member_ea_fb member_ea_forum member_lw member_local_group member_none_of_the_above member_other member_gwwc gwwc_year ea_engaged_scale activity_applied_eag activity_attended_eag activity_read_ea_book activity_ea_forum_posted activity_ea_forum_commented activity_wrote_not_ea_forum activity_ea_fb activity_organized_ea_event activity_ea_local_leader activity_applied_ea_org_job activity_employed_ea_org ea_org_employed activity_volunteer_ea_org 80K_coach_applied done_80K activity_ea_plan_change activity_ea_donate cause_import_animal_welfare cause_import_cause_prioritization cause_import_biosecurity cause_import_climate_change cause_import_nuclear_security cause_import_ai cause_import_mental_health cause_import_poverty cause_import_rationality cause_import_meta cause_import_xrisk_other cause_import_other extra_extra_cause changed_causes previous_cause top_case ea_career_type_ea_org ea_career_type_non_profit ea_career_type_etg ea_career_type_non_etg_for_profit ea_career_type_non_academia_research ea_career_type_academia ea_career_type_government ea_career_type_advocacy currency_donate_1 currency_donate_2 plan_donate_2019 gender race_white race_black race_hispanic race_native_american race_pacific_islander race_asian race_other country veg politics politics_other religion_atheist_agnostic religion_buddhist religion_christian religion_hindu religion_jewish religion_muslim religion_sikh religion_other employed_full_time employed_part_time employed_self employed_looking employed_not_looking employed_homemaker employed_retired employed_student_part employed_student_full education studied_cs studied_econ studied_engineering studied_math studied_medicine studied_psych studied_phil studied_physics studied_humanities studied_social_science studied_other_science studied_vocational donate_RC_2018 donate_ea_fund_meta_2018 donate_ea_fund_animal_welfare_2018 donate_ea_fund_ltf_2018 donate_ea_fund_global_health_2018 donate_80K_2018 donate_cfar_2018 donate_miri_2018 donate_gf_2018 donate_ace_2018 donate_mfa_2018 donate_cea_2018 donate_dtw_2018 donate_gw_2018 donate_sci_2018 donate_gd_2018 donate_ef_2018 donate_amf_2018 donate_thl_2018 experience_generalist_research experience_management experience_economics experience_philosophy experience_government experience_operations experience_ml experience_ai_safety experience_movement_building experience_admin experience_pa experience_life_sciences experiences_marketing experience_math experience_comms experience_webdev experience_international_dev experience_software experience_asset_management experience_law experience_consulting experience_accounting ea_interest_change ea_community_excitement ea_barrier_too_demanding ea_barrier_limited_advice ea_barrier_too_few_jobs ea_barrier_job_too_hard ea_barrier_unclear_where_donate ea_barrier_unclear_how_movement_building ea_barrier_lack_mentor ea_barrier_not_diverse ea_barrier_not_welcoming ea_barrier_elitist ea_barrier_unsocial ea_barrier_no_ea_friends ea_barrier_no_group ea_barrier_no_ea_content ea_barrier_no_barrier ea_involve_ea_career ea_involve_volunteer ea_involve_ea_events ea_involve_give ea_involve_education ea_involve_local_group ea_involve_global_events ea_involve_social retention_gwwc retention_givewell retention_ea_funds retention_donation_other retention_ea_project retention_eag retention_eagx retention_local_group retention_local_group_leader retention_personal_contact retention_ea_forum retention_ssc retention_lw retention_ea_fb retention_ea_discord retention_future_perfect heard_survey_ea_fb heard_survey_other_fb heard_survey_other_social heard_survey_ea_newsletter heard_survey_ace heard_survey_gwwc heard_survey_other_ea_org heard_survey_friend heard_survey_lw heard_survey_local_group heard_survey_ssc heard_survey_ea_forum heard_survey_80K heard_survey_other ea_know_favor ea_know_drift ea_know_drift_involved ea_know_drift_reason_disagreed_premise ea_know_drift_reason_underexposed ea_know_drift_reason_uninterested ea_know_drift_reason_no_friends ea_know_drift_reason_no_opportunity ea_know_drift_reason_offended ea_know_drift_reason_bad_experience ea_know_drift_reason_misunderstood ea_know_drift_reason_life_change ea_dont_know_drift_reason current_work_mental_health current_work_ai_risk current_work_nuclear_security current_work_biosecurity current_work_other_xrisk current_work_rationality current_work_climate_change current_work_animals current_work_meta current_work_poverty current_work_cause_pri current_work_other career_interest_mental_health career_interest_ai_risk career_interest_nuclear_security career_interest_biosecurity career_interest_other_xrisk career_interest_rationality career_interest_climate_change career_interest_animals career_interest_meta career_interest_poverty career_interest_cause_pri moral_philosophy familiar_population_ethics utilitarianism_type dpe dpe2 ea_id currency donate_2018_c plan_donate_2019_c donate_RC_2018_c donate_ea_fund_meta_2018_c donate_ea_fund_animal_welfare_2018_c donate_ea_fund_ltf_2018_c donate_ea_fund_global_health_2018_c donate_80K_2018_c donate_cfar_2018_c donate_miri_2018_c donate_gf_2018_c donate_ace_2018_c donate_mfa_2018_c donate_cea_2018_c donate_dtw_2018_c donate_gw_2018_c donate_sci_2018_c donate_gd_2018_c donate_ef_2018_c donate_amf_2018_c donate_thl_2018_c income_2018_c p_donate_2018 cause_import_animal_welfare_b cause_import_cause_prioritization_b cause_import_biosecurity_b cause_import_climate_change_b cause_import_nuclear_security_b cause_import_ai_b cause_import_mental_health_b cause_import_poverty_b cause_import_rationality_b cause_import_meta_b cause_import_xrisk_other_b cause_import_other_b cause_import_other_which_b left gender_b veg_b donate_cause_meta_2018_c donate_cause_cause_pri_2018_c donate_cause_poverty_2018_c donate_cause_animal_welfare_2018_c donate_cause_far_future_2018_c student age

#Variables

referrer

Distribution

Distribution of values for referrer

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
referrer	numeric	0	1	2.5e+08	2.5e+08	2.5e+08	2.5e+08	486657	▇▆▃▁▁	NA

sincere

Distribution

Distribution of values for sincere

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
sincere	logical	0	1	TRU: 2513	1	NA

is_ea1

Distribution

Distribution of values for is_ea1

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
is_ea1	logical	0	1	TRU: 2513	1	NA

is_ea2

Distribution

Distribution of values for is_ea2

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
is_ea2	logical	0	1	TRU: 2513	1	NA

first_heard_EA

Distribution

Distribution of values for first_heard_EA

376 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
first_heard_EA	character	376	0.85	23	0	4	51	0	NA

involved_tlycs

Distribution

Distribution of values for involved_tlycs

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_tlycs	logical	0	1	FAL: 2345, TRU: 168	0.07	NA

involved_local_EA

Distribution

Distribution of values for involved_local_EA

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_local_EA	logical	0	1	FAL: 2015, TRU: 498	0.2	NA

involved_lesswrong

Distribution

Distribution of values for involved_lesswrong

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_lesswrong	logical	0	1	FAL: 2065, TRU: 448	0.18	NA

involved_givewell

Distribution

Distribution of values for involved_givewell

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_givewell	logical	0	1	FAL: 1630, TRU: 883	0.35	NA

involved_ace

Distribution

Distribution of values for involved_ace

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_ace	logical	0	1	FAL: 2355, TRU: 158	0.06	NA

involved_ssc

Distribution

Distribution of values for involved_ssc

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_ssc	logical	0	1	FAL: 2093, TRU: 420	0.17	NA

involved_online_ea

Distribution

Distribution of values for involved_online_ea

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_online_ea	logical	0	1	FAL: 2059, TRU: 454	0.18	NA

involved_personal_contact

Distribution

Distribution of values for involved_personal_contact

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_personal_contact	logical	0	1	FAL: 1794, TRU: 719	0.29	NA

involved_80K

Distribution

Distribution of values for involved_80K

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_80K	logical	0	1	FAL: 1526, TRU: 987	0.39	NA

involved_GWWC

Distribution

Distribution of values for involved_GWWC

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_GWWC	logical	0	1	FAL: 1979, TRU: 534	0.21	NA

involved_ea_global

Distribution

Distribution of values for involved_ea_global

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_ea_global	logical	0	1	FAL: 2301, TRU: 212	0.08	NA

involved_ea_global_x

Distribution

Distribution of values for involved_ea_global_x

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_ea_global_x	logical	0	1	FAL: 2420, TRU: 93	0.04	NA

involved_book_blog

Distribution

Distribution of values for involved_book_blog

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_book_blog	logical	0	1	FAL: 1893, TRU: 620	0.25	NA

involved_podcast

Distribution

Distribution of values for involved_podcast

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_podcast	logical	0	1	FAL: 2213, TRU: 300	0.12	NA

involved_swiss

Distribution

Distribution of values for involved_swiss

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_swiss	logical	0	1	FAL: 2448, TRU: 65	0.03	NA

involved_none_of_the_above

Distribution

Distribution of values for involved_none_of_the_above

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
involved_none_of_the_above	logical	0	1	FAL: 2464, TRU: 49	0.02	NA

involved_other

Distribution

Distribution of values for involved_other

2253 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_other	character	2253	0.1	234	0	1	591	0	NA

which_year_EA

Distribution

Distribution of values for which_year_EA

384 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
which_year_EA	character	384	0.85	12	0	4	16	0	NA

member_ea_fb

Distribution

Distribution of values for member_ea_fb

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
member_ea_fb	logical	0	1	FAL: 1487, TRU: 1026	0.41	NA

member_ea_forum

Distribution

Distribution of values for member_ea_forum

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
member_ea_forum	logical	0	1	FAL: 1900, TRU: 613	0.24	NA

member_lw

Distribution

Distribution of values for member_lw

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
member_lw	logical	0	1	FAL: 2112, TRU: 401	0.16	NA

member_local_group

Distribution

Distribution of values for member_local_group

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
member_local_group	logical	0	1	FAL: 1606, TRU: 907	0.36	NA

member_none_of_the_above

Distribution

Distribution of values for member_none_of_the_above

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
member_none_of_the_above	logical	0	1	FAL: 1915, TRU: 598	0.24	NA

member_other

Distribution

Distribution of values for member_other

2377 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
member_other	character	2377	0.05	129	0	4	222	0	NA

member_gwwc

Distribution

Distribution of values for member_gwwc

440 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
member_gwwc	logical	440	0.82	FAL: 1410, TRU: 663	0.32	NA

gwwc_year

Distribution

Distribution of values for gwwc_year

1894 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
gwwc_year	numeric	1894	0.25	2009	2017	2019	2016	2.1	▁▂▅▇▇	NA

ea_engaged_scale

Distribution

Distribution of values for ea_engaged_scale

388 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
ea_engaged_scale	numeric	388	0.85	1	3	5	3.4	1.1	▁▅▇▅▅	NA

activity_applied_eag

Distribution

Distribution of values for activity_applied_eag

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_applied_eag	logical	522	0.79	FAL: 1329, TRU: 662	0.33	NA

activity_attended_eag

Distribution

Distribution of values for activity_attended_eag

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_attended_eag	logical	522	0.79	FAL: 1401, TRU: 590	0.3	NA

activity_read_ea_book

Distribution

Distribution of values for activity_read_ea_book

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_read_ea_book	logical	522	0.79	TRU: 1283, FAL: 708	0.64	NA

activity_ea_forum_posted

Distribution

Distribution of values for activity_ea_forum_posted

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_ea_forum_posted	logical	522	0.79	FAL: 1733, TRU: 258	0.13	NA

activity_ea_forum_commented

Distribution

Distribution of values for activity_ea_forum_commented

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_ea_forum_commented	logical	522	0.79	FAL: 1553, TRU: 438	0.22	NA

activity_wrote_not_ea_forum

Distribution

Distribution of values for activity_wrote_not_ea_forum

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_wrote_not_ea_forum	logical	522	0.79	FAL: 1598, TRU: 393	0.2	NA

activity_ea_fb

Distribution

Distribution of values for activity_ea_fb

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_ea_fb	logical	522	0.79	FAL: 1448, TRU: 543	0.27	NA

activity_organized_ea_event

Distribution

Distribution of values for activity_organized_ea_event

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_organized_ea_event	logical	522	0.79	FAL: 1401, TRU: 590	0.3	NA

activity_ea_local_leader

Distribution

Distribution of values for activity_ea_local_leader

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_ea_local_leader	logical	522	0.79	FAL: 1563, TRU: 428	0.21	NA

activity_applied_ea_org_job

Distribution

Distribution of values for activity_applied_ea_org_job

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_applied_ea_org_job	logical	522	0.79	FAL: 1466, TRU: 525	0.26	NA

activity_employed_ea_org

Distribution

Distribution of values for activity_employed_ea_org

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_employed_ea_org	logical	522	0.79	FAL: 1728, TRU: 263	0.13	NA

ea_org_employed

Distribution

Distribution of values for ea_org_employed

2306 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_org_employed	character	2306	0.08	1	0	36	36	0	NA

activity_volunteer_ea_org

Distribution

Distribution of values for activity_volunteer_ea_org

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_volunteer_ea_org	logical	522	0.79	FAL: 1615, TRU: 376	0.19	NA

80K_coach_applied {#80K_coach_applied .tabset}

Distribution {#80K_coach_applied_distribution}

Distribution of values for 80K_coach_applied

0 missing values.

Summary statistics {#80K_coach_applied_summary}

name	data_type	n_missing	complete_rate	count	mean	label
80K_coach_applied	logical	0	1	FAL: 2057, TRU: 456	0.18	NA

done_80K

Distribution

Distribution of values for done_80K

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
done_80K	logical	0	1	FAL: 2272, TRU: 241	0.1	NA

activity_ea_plan_change

Distribution

Distribution of values for activity_ea_plan_change

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_ea_plan_change	logical	522	0.79	TRU: 1025, FAL: 966	0.51	NA

activity_ea_donate

Distribution

Distribution of values for activity_ea_donate

522 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
activity_ea_donate	logical	522	0.79	TRU: 1622, FAL: 369	0.81	NA

cause_import_animal_welfare

Distribution

Distribution of values for cause_import_animal_welfare

504 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_animal_welfare	character	504	0.8	6	0	25	75	0	NA

cause_import_cause_prioritization

Distribution

Distribution of values for cause_import_cause_prioritization

523 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_cause_prioritization	character	523	0.79	6	0	25	75	0	NA

cause_import_biosecurity

Distribution

Distribution of values for cause_import_biosecurity

501 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_biosecurity	character	501	0.8	6	0	25	75	0	NA

cause_import_climate_change

Distribution

Distribution of values for cause_import_climate_change

500 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_climate_change	character	500	0.8	6	0	25	75	0	NA

cause_import_nuclear_security

Distribution

Distribution of values for cause_import_nuclear_security

511 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_nuclear_security	character	511	0.8	6	0	25	75	0	NA

cause_import_ai

Distribution

Distribution of values for cause_import_ai

495 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_ai	character	495	0.8	6	0	25	75	0	NA

cause_import_mental_health

Distribution

Distribution of values for cause_import_mental_health

524 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_mental_health	character	524	0.79	6	0	25	75	0	NA

cause_import_poverty

Distribution

Distribution of values for cause_import_poverty

503 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_poverty	character	503	0.8	6	0	25	75	0	NA

cause_import_rationality

Distribution

Distribution of values for cause_import_rationality

498 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_rationality	character	498	0.8	6	0	25	75	0	NA

cause_import_meta

Distribution

Distribution of values for cause_import_meta

515 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_meta	character	515	0.8	6	0	25	75	0	NA

cause_import_xrisk_other

Distribution

Distribution of values for cause_import_xrisk_other

502 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_xrisk_other	character	502	0.8	6	0	25	75	0	NA

cause_import_other

Distribution

Distribution of values for cause_import_other

1949 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_other	character	1949	0.22	6	0	25	75	0	NA

extra_extra_cause

Distribution

Distribution of values for extra_extra_cause

2028 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
extra_extra_cause	character	2028	0.19	450	0	1	1475	0	NA

changed_causes

Distribution

Distribution of values for changed_causes

569 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
changed_causes	character	569	0.77	2	0	47	60	0	NA

previous_cause

Distribution

Distribution of values for previous_cause

1706 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
previous_cause	character	1706	0.32	342	0	2	587	0	NA

top_case

Distribution

Distribution of values for top_case

490 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
top_case	character	490	0.81	5	0	4	62	0	NA

ea_career_type_ea_org

Distribution

Distribution of values for ea_career_type_ea_org

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_career_type_ea_org	logical	0	1	FAL: 1825, TRU: 688	0.27	NA

ea_career_type_non_profit

Distribution

Distribution of values for ea_career_type_non_profit

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_career_type_non_profit	logical	0	1	FAL: 2196, TRU: 317	0.13	NA

ea_career_type_etg

Distribution

Distribution of values for ea_career_type_etg

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_career_type_etg	logical	0	1	FAL: 1804, TRU: 709	0.28	NA

ea_career_type_non_etg_for_profit

Distribution

Distribution of values for ea_career_type_non_etg_for_profit

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_career_type_non_etg_for_profit	logical	0	1	FAL: 2166, TRU: 347	0.14	NA

ea_career_type_non_academia_research

Distribution

Distribution of values for ea_career_type_non_academia_research

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_career_type_non_academia_research	logical	0	1	FAL: 2513	0	NA

ea_career_type_academia

Distribution

Distribution of values for ea_career_type_academia

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_career_type_academia	logical	0	1	FAL: 1973, TRU: 540	0.21	NA

ea_career_type_government

Distribution

Distribution of values for ea_career_type_government

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_career_type_government	logical	0	1	FAL: 2145, TRU: 368	0.15	NA

ea_career_type_advocacy

Distribution

Distribution of values for ea_career_type_advocacy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_career_type_advocacy	logical	0	1	FAL: 2090, TRU: 423	0.17	NA

currency_donate_1

Distribution

Distribution of values for currency_donate_1

566 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
currency_donate_1	character	566	0.77	11	0	10	27	0	NA

currency_donate_2

Distribution

Distribution of values for currency_donate_2

2285 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
currency_donate_2	character	2285	0.09	108	0	1	77	0	NA

plan_donate_2019

Distribution

Distribution of values for plan_donate_2019

793 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
plan_donate_2019	numeric	793	0.68	0	1500	1e+13	5.8e+09	2.4e+11	▇▁▁▁▁	NA

gender

Distribution

Distribution of values for gender

579 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
gender	character	579	0.77	4	0	4	32	0	NA

race_white

Distribution

Distribution of values for race_white

648 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
race_white	logical	648	0.74	TRU: 1621, FAL: 244	0.87	NA

race_black

Distribution

Distribution of values for race_black

648 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
race_black	logical	648	0.74	FAL: 1839, TRU: 26	0.01	NA

race_hispanic

Distribution

Distribution of values for race_hispanic

648 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
race_hispanic	logical	648	0.74	FAL: 1777, TRU: 88	0.05	NA

race_native_american

Distribution

Distribution of values for race_native_american

648 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
race_native_american	logical	648	0.74	FAL: 1861, TRU: 4	0	NA

race_pacific_islander

Distribution

Distribution of values for race_pacific_islander

648 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
race_pacific_islander	logical	648	0.74	FAL: 1860, TRU: 5	0	NA

race_asian

Distribution

Distribution of values for race_asian

648 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
race_asian	logical	648	0.74	FAL: 1680, TRU: 185	0.1	NA

race_other

Distribution

Distribution of values for race_other

648 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
race_other	logical	648	0.74	FAL: 1790, TRU: 75	0.04	NA

country

Distribution

Distribution of values for country

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
country	character	0	1	9	0	5	52	0	NA

veg

Distribution

Distribution of values for veg

568 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
veg	character	568	0.77	6	0	5	44	0	NA

politics

Distribution

Distribution of values for politics

588 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
politics	character	588	0.77	8	0	4	22	0	NA

politics_other

Distribution

Distribution of values for politics_other

2389 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
politics_other	character	2389	0.05	107	0	2	290	0	NA

religion_atheist_agnostic

Distribution

Distribution of values for religion_atheist_agnostic

622 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
religion_atheist_agnostic	logical	622	0.75	TRU: 1624, FAL: 267	0.86	NA

religion_buddhist

Distribution

Distribution of values for religion_buddhist

622 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
religion_buddhist	logical	622	0.75	FAL: 1788, TRU: 103	0.05	NA

religion_christian

Distribution

Distribution of values for religion_christian

622 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
religion_christian	logical	622	0.75	FAL: 1693, TRU: 198	0.1	NA

religion_hindu

Distribution

Distribution of values for religion_hindu

622 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
religion_hindu	logical	622	0.75	FAL: 1880, TRU: 11	0.01	NA

religion_jewish

Distribution

Distribution of values for religion_jewish

622 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
religion_jewish	logical	622	0.75	FAL: 1838, TRU: 53	0.03	NA

religion_muslim

Distribution

Distribution of values for religion_muslim

622 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
religion_muslim	logical	622	0.75	FAL: 1887, TRU: 4	0	NA

religion_sikh

Distribution

Distribution of values for religion_sikh

622 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
religion_sikh	logical	622	0.75	FAL: 1889, TRU: 2	0	NA

religion_other

Distribution

Distribution of values for religion_other

622 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
religion_other	logical	622	0.75	FAL: 1835, TRU: 56	0.03	NA

employed_full_time

Distribution

Distribution of values for employed_full_time

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
employed_full_time	logical	0	1	FAL: 1543, TRU: 970	0.39	NA

employed_part_time

Distribution

Distribution of values for employed_part_time

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
employed_part_time	logical	0	1	FAL: 2297, TRU: 216	0.09	NA

employed_self

Distribution

Distribution of values for employed_self

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
employed_self	logical	0	1	FAL: 2329, TRU: 184	0.07	NA

employed_looking

Distribution

Distribution of values for employed_looking

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
employed_looking	logical	0	1	FAL: 2405, TRU: 108	0.04	NA

employed_not_looking

Distribution

Distribution of values for employed_not_looking

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
employed_not_looking	logical	0	1	FAL: 2481, TRU: 32	0.01	NA

employed_homemaker

Distribution

Distribution of values for employed_homemaker

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
employed_homemaker	logical	0	1	FAL: 2502, TRU: 11	0	NA

employed_retired

Distribution

Distribution of values for employed_retired

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
employed_retired	logical	0	1	FAL: 2457, TRU: 56	0.02	NA

employed_student_part

Distribution

Distribution of values for employed_student_part

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
employed_student_part	logical	0	1	FAL: 2425, TRU: 88	0.04	NA

employed_student_full

Distribution

Distribution of values for employed_student_full

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
employed_student_full	logical	0	1	FAL: 1988, TRU: 525	0.21	NA

education

Distribution

Distribution of values for education

552 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
education	character	552	0.78	8	0	15	23	0	NA

studied_cs

Distribution

Distribution of values for studied_cs

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_cs	logical	0	1	FAL: 2045, TRU: 468	0.19	NA

studied_econ

Distribution

Distribution of values for studied_econ

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_econ	logical	0	1	FAL: 2198, TRU: 315	0.13	NA

studied_engineering

Distribution

Distribution of values for studied_engineering

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_engineering	logical	0	1	FAL: 2313, TRU: 200	0.08	NA

studied_math

Distribution

Distribution of values for studied_math

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_math	logical	0	1	FAL: 2178, TRU: 335	0.13	NA

studied_medicine

Distribution

Distribution of values for studied_medicine

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_medicine	logical	0	1	FAL: 2443, TRU: 70	0.03	NA

studied_psych

Distribution

Distribution of values for studied_psych

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_psych	logical	0	1	FAL: 2369, TRU: 144	0.06	NA

studied_phil

Distribution

Distribution of values for studied_phil

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_phil	logical	0	1	FAL: 2257, TRU: 256	0.1	NA

studied_physics

Distribution

Distribution of values for studied_physics

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_physics	logical	0	1	FAL: 2349, TRU: 164	0.07	NA

studied_humanities

Distribution

Distribution of values for studied_humanities

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_humanities	logical	0	1	FAL: 2262, TRU: 251	0.1	NA

studied_social_science

Distribution

Distribution of values for studied_social_science

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_social_science	logical	0	1	FAL: 2241, TRU: 272	0.11	NA

studied_other_science

Distribution

Distribution of values for studied_other_science

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_other_science	logical	0	1	FAL: 2312, TRU: 201	0.08	NA

studied_vocational

Distribution

Distribution of values for studied_vocational

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
studied_vocational	logical	0	1	FAL: 2454, TRU: 59	0.02	NA

donate_RC_2018

Distribution

Distribution of values for donate_RC_2018

2412 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_RC_2018	character	2412	0.04	13	0	1	5	0	NA

donate_ea_fund_meta_2018

Distribution

Distribution of values for donate_ea_fund_meta_2018

2370 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_ea_fund_meta_2018	character	2370	0.06	41	0	1	6	0	NA

donate_ea_fund_animal_welfare_2018

Distribution

Distribution of values for donate_ea_fund_animal_welfare_2018

2364 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_ea_fund_animal_welfare_2018	character	2364	0.06	47	0	1	6	0	NA

donate_ea_fund_ltf_2018

Distribution

Distribution of values for donate_ea_fund_ltf_2018

2364 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_ea_fund_ltf_2018	character	2364	0.06	52	0	1	6	0	NA

donate_ea_fund_global_health_2018

Distribution

Distribution of values for donate_ea_fund_global_health_2018

2386 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_ea_fund_global_health_2018	character	2386	0.05	38	0	1	10	0	NA

donate_80K_2018

Distribution

Distribution of values for donate_80K_2018

2419 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_80K_2018	character	2419	0.04	9	0	1	23	0	NA

donate_cfar_2018

Distribution

Distribution of values for donate_cfar_2018

2423 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_cfar_2018	character	2423	0.04	4	0	1	6	0	NA

donate_miri_2018

Distribution

Distribution of values for donate_miri_2018

2375 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_miri_2018	character	2375	0.05	39	0	1	70	0	NA

donate_gf_2018

Distribution

Distribution of values for donate_gf_2018

2372 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_gf_2018	character	2372	0.06	36	0	1	9	0	NA

donate_ace_2018

Distribution

Distribution of values for donate_ace_2018

2375 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_ace_2018	character	2375	0.05	44	0	1	7	0	NA

donate_mfa_2018

Distribution

Distribution of values for donate_mfa_2018

2400 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_mfa_2018	character	2400	0.04	18	0	1	5	0	NA

donate_cea_2018

Distribution

Distribution of values for donate_cea_2018

2402 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_cea_2018	character	2402	0.04	23	0	1	5	0	NA

donate_dtw_2018

Distribution

Distribution of values for donate_dtw_2018

2394 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_dtw_2018	character	2394	0.05	28	0	1	7	0	NA

donate_gw_2018

Distribution

Distribution of values for donate_gw_2018

2296 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_gw_2018	character	2296	0.09	88	0	1	44	0	NA

donate_sci_2018

Distribution

Distribution of values for donate_sci_2018

2378 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_sci_2018	character	2378	0.05	33	0	1	8	0	NA

donate_gd_2018

Distribution

Distribution of values for donate_gd_2018

2310 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_gd_2018	character	2310	0.08	62	0	1	6	0	NA

donate_ef_2018

Distribution

Distribution of values for donate_ef_2018

2401 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_ef_2018	character	2401	0.04	22	0	1	6	0	NA

donate_amf_2018

Distribution

Distribution of values for donate_amf_2018

2177 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_amf_2018	character	2177	0.13	115	0	1	8	0	NA

donate_thl_2018

Distribution

Distribution of values for donate_thl_2018

2388 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_thl_2018	character	2388	0.05	38	0	1	9	0	NA

experience_generalist_research

Distribution

Distribution of values for experience_generalist_research

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_generalist_research	logical	0	1	FAL: 2437, TRU: 76	0.03	NA

experience_management

Distribution

Distribution of values for experience_management

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_management	logical	0	1	FAL: 2299, TRU: 214	0.09	NA

experience_economics

Distribution

Distribution of values for experience_economics

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_economics	logical	0	1	FAL: 2423, TRU: 90	0.04	NA

experience_philosophy

Distribution

Distribution of values for experience_philosophy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_philosophy	logical	0	1	FAL: 2445, TRU: 68	0.03	NA

experience_government

Distribution

Distribution of values for experience_government

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_government	logical	0	1	FAL: 2395, TRU: 118	0.05	NA

experience_operations

Distribution

Distribution of values for experience_operations

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_operations	logical	0	1	FAL: 2382, TRU: 131	0.05	NA

experience_ml

Distribution

Distribution of values for experience_ml

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_ml	logical	0	1	FAL: 2410, TRU: 103	0.04	NA

experience_ai_safety

Distribution

Distribution of values for experience_ai_safety

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_ai_safety	logical	0	1	FAL: 2500, TRU: 13	0.01	NA

experience_movement_building

Distribution

Distribution of values for experience_movement_building

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_movement_building	logical	0	1	FAL: 2429, TRU: 84	0.03	NA

experience_admin

Distribution

Distribution of values for experience_admin

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_admin	logical	0	1	FAL: 2421, TRU: 92	0.04	NA

experience_pa

Distribution

Distribution of values for experience_pa

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_pa	logical	0	1	FAL: 2488, TRU: 25	0.01	NA

experience_life_sciences

Distribution

Distribution of values for experience_life_sciences

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_life_sciences	logical	0	1	FAL: 2401, TRU: 112	0.04	NA

experiences_marketing

Distribution

Distribution of values for experiences_marketing

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experiences_marketing	logical	0	1	FAL: 2423, TRU: 90	0.04	NA

experience_math

Distribution

Distribution of values for experience_math

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_math	logical	0	1	FAL: 2311, TRU: 202	0.08	NA

experience_comms

Distribution

Distribution of values for experience_comms

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_comms	logical	0	1	FAL: 2441, TRU: 72	0.03	NA

experience_webdev

Distribution

Distribution of values for experience_webdev

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_webdev	logical	0	1	FAL: 2361, TRU: 152	0.06	NA

experience_international_dev

Distribution

Distribution of values for experience_international_dev

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_international_dev	logical	0	1	FAL: 2447, TRU: 66	0.03	NA

experience_software

Distribution

Distribution of values for experience_software

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_software	logical	0	1	FAL: 2185, TRU: 328	0.13	NA

experience_asset_management

Distribution

Distribution of values for experience_asset_management

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_asset_management	logical	0	1	FAL: 2472, TRU: 41	0.02	NA

experience_law

Distribution

Distribution of values for experience_law

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_law	logical	0	1	FAL: 2456, TRU: 57	0.02	NA

experience_consulting

Distribution

Distribution of values for experience_consulting

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_consulting	logical	0	1	FAL: 2378, TRU: 135	0.05	NA

experience_accounting

Distribution

Distribution of values for experience_accounting

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
experience_accounting	logical	0	1	FAL: 2489, TRU: 24	0.01	NA

ea_interest_change

Distribution

Distribution of values for ea_interest_change

579 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_interest_change	character	579	0.77	7	0	19	22	0	NA

ea_community_excitement

Distribution

Distribution of values for ea_community_excitement

609 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_community_excitement	character	609	0.76	10	0	3	22	0	NA

ea_barrier_too_demanding

Distribution

Distribution of values for ea_barrier_too_demanding

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_too_demanding	logical	925	0.63	FAL: 1366, TRU: 222	0.14	NA

ea_barrier_limited_advice

Distribution

Distribution of values for ea_barrier_limited_advice

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_limited_advice	logical	925	0.63	FAL: 1332, TRU: 256	0.16	NA

ea_barrier_too_few_jobs

Distribution

Distribution of values for ea_barrier_too_few_jobs

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_too_few_jobs	logical	925	0.63	FAL: 1074, TRU: 514	0.32	NA

ea_barrier_job_too_hard

Distribution

Distribution of values for ea_barrier_job_too_hard

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_job_too_hard	logical	925	0.63	FAL: 1178, TRU: 410	0.26	NA

ea_barrier_unclear_where_donate

Distribution

Distribution of values for ea_barrier_unclear_where_donate

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_unclear_where_donate	logical	925	0.63	FAL: 1491, TRU: 97	0.06	NA

ea_barrier_unclear_how_movement_building

Distribution

Distribution of values for ea_barrier_unclear_how_movement_building

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_unclear_how_movement_building	logical	925	0.63	FAL: 1252, TRU: 336	0.21	NA

ea_barrier_lack_mentor

Distribution

Distribution of values for ea_barrier_lack_mentor

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_lack_mentor	logical	925	0.63	FAL: 1315, TRU: 273	0.17	NA

ea_barrier_not_diverse

Distribution

Distribution of values for ea_barrier_not_diverse

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_not_diverse	logical	925	0.63	FAL: 1383, TRU: 205	0.13	NA

ea_barrier_not_welcoming

Distribution

Distribution of values for ea_barrier_not_welcoming

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_not_welcoming	logical	925	0.63	FAL: 1436, TRU: 152	0.1	NA

ea_barrier_elitist

Distribution

Distribution of values for ea_barrier_elitist

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_elitist	logical	925	0.63	FAL: 1324, TRU: 264	0.17	NA

ea_barrier_unsocial

Distribution

Distribution of values for ea_barrier_unsocial

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_unsocial	logical	925	0.63	FAL: 1424, TRU: 164	0.1	NA

ea_barrier_no_ea_friends

Distribution

Distribution of values for ea_barrier_no_ea_friends

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_no_ea_friends	logical	925	0.63	FAL: 1105, TRU: 483	0.3	NA

ea_barrier_no_group

Distribution

Distribution of values for ea_barrier_no_group

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_no_group	logical	925	0.63	FAL: 1325, TRU: 263	0.17	NA

ea_barrier_no_ea_content

Distribution

Distribution of values for ea_barrier_no_ea_content

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_no_ea_content	logical	925	0.63	FAL: 1485, TRU: 103	0.06	NA

ea_barrier_no_barrier

Distribution

Distribution of values for ea_barrier_no_barrier

925 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_barrier_no_barrier	logical	925	0.63	FAL: 1448, TRU: 140	0.09	NA

ea_involve_ea_career

Distribution

Distribution of values for ea_involve_ea_career

1500 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_involve_ea_career	character	1500	0.4	1	0	43	43	0	NA

ea_involve_volunteer

Distribution

Distribution of values for ea_involve_volunteer

1892 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_involve_volunteer	character	1892	0.25	1	0	62	62	0	NA

ea_involve_ea_events

Distribution

Distribution of values for ea_involve_ea_events

2100 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_involve_ea_events	character	2100	0.16	1	0	36	36	0	NA

ea_involve_give

Distribution

Distribution of values for ea_involve_give

1554 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_involve_give	character	1554	0.38	1	0	9	9	0	NA

ea_involve_education

Distribution

Distribution of values for ea_involve_education

2016 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_involve_education	character	2016	0.2	1	0	41	41	0	NA

ea_involve_local_group

Distribution

Distribution of values for ea_involve_local_group

1769 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_involve_local_group	character	1769	0.3	1	0	39	39	0	NA

ea_involve_global_events

Distribution

Distribution of values for ea_involve_global_events

2005 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_involve_global_events	character	2005	0.2	1	0	53	53	0	NA

ea_involve_social

Distribution

Distribution of values for ea_involve_social

1753 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_involve_social	character	1753	0.3	1	0	31	31	0	NA

retention_gwwc

Distribution

Distribution of values for retention_gwwc

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_gwwc	logical	891	0.65	FAL: 1429, TRU: 193	0.12	NA

retention_givewell

Distribution

Distribution of values for retention_givewell

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_givewell	logical	891	0.65	FAL: 1314, TRU: 308	0.19	NA

retention_ea_funds

Distribution

Distribution of values for retention_ea_funds

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_ea_funds	logical	891	0.65	FAL: 1455, TRU: 167	0.1	NA

retention_donation_other

Distribution

Distribution of values for retention_donation_other

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_donation_other	logical	891	0.65	FAL: 1469, TRU: 153	0.09	NA

retention_ea_project

Distribution

Distribution of values for retention_ea_project

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_ea_project	logical	891	0.65	FAL: 1382, TRU: 240	0.15	NA

retention_eag

Distribution

Distribution of values for retention_eag

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_eag	logical	891	0.65	FAL: 1421, TRU: 201	0.12	NA

retention_eagx

Distribution

Distribution of values for retention_eagx

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_eagx	logical	891	0.65	FAL: 1528, TRU: 94	0.06	NA

retention_local_group

Distribution

Distribution of values for retention_local_group

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_local_group	logical	891	0.65	FAL: 1154, TRU: 468	0.29	NA

retention_local_group_leader

Distribution

Distribution of values for retention_local_group_leader

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_local_group_leader	logical	891	0.65	FAL: 1377, TRU: 245	0.15	NA

retention_personal_contact

Distribution

Distribution of values for retention_personal_contact

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_personal_contact	logical	891	0.65	FAL: 878, TRU: 744	0.46	NA

retention_ea_forum

Distribution

Distribution of values for retention_ea_forum

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_ea_forum	logical	891	0.65	FAL: 1384, TRU: 238	0.15	NA

retention_ssc

Distribution

Distribution of values for retention_ssc

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_ssc	logical	891	0.65	FAL: 1262, TRU: 360	0.22	NA

retention_lw

Distribution

Distribution of values for retention_lw

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_lw	logical	891	0.65	FAL: 1427, TRU: 195	0.12	NA

retention_ea_fb

Distribution

Distribution of values for retention_ea_fb

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_ea_fb	logical	891	0.65	FAL: 1511, TRU: 111	0.07	NA

retention_ea_discord

Distribution

Distribution of values for retention_ea_discord

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_ea_discord	logical	891	0.65	FAL: 1592, TRU: 30	0.02	NA

retention_future_perfect

Distribution

Distribution of values for retention_future_perfect

891 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
retention_future_perfect	logical	891	0.65	FAL: 1467, TRU: 155	0.1	NA

heard_survey_ea_fb

Distribution

Distribution of values for heard_survey_ea_fb

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_ea_fb	logical	0	1	FAL: 2306, TRU: 207	0.08	NA

heard_survey_other_fb

Distribution

Distribution of values for heard_survey_other_fb

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_other_fb	logical	0	1	FAL: 2305, TRU: 208	0.08	NA

heard_survey_other_social

Distribution

Distribution of values for heard_survey_other_social

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_other_social	logical	0	1	FAL: 2361, TRU: 152	0.06	NA

heard_survey_ea_newsletter

Distribution

Distribution of values for heard_survey_ea_newsletter

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_ea_newsletter	logical	0	1	FAL: 1726, TRU: 787	0.31	NA

heard_survey_ace

Distribution

Distribution of values for heard_survey_ace

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_ace	logical	0	1	FAL: 2510, TRU: 3	0	NA

heard_survey_gwwc

Distribution

Distribution of values for heard_survey_gwwc

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_gwwc	logical	0	1	FAL: 2505, TRU: 8	0	NA

heard_survey_other_ea_org

Distribution

Distribution of values for heard_survey_other_ea_org

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_other_ea_org	logical	0	1	FAL: 2468, TRU: 45	0.02	NA

heard_survey_friend

Distribution

Distribution of values for heard_survey_friend

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_friend	logical	0	1	FAL: 2403, TRU: 110	0.04	NA

heard_survey_lw

Distribution

Distribution of values for heard_survey_lw

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_lw	logical	0	1	FAL: 2484, TRU: 29	0.01	NA

heard_survey_local_group

Distribution

Distribution of values for heard_survey_local_group

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_local_group	logical	0	1	FAL: 2403, TRU: 110	0.04	NA

heard_survey_ssc

Distribution

Distribution of values for heard_survey_ssc

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_ssc	logical	0	1	FAL: 2267, TRU: 246	0.1	NA

heard_survey_ea_forum

Distribution

Distribution of values for heard_survey_ea_forum

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_ea_forum	logical	0	1	FAL: 2436, TRU: 77	0.03	NA

heard_survey_80K

Distribution

Distribution of values for heard_survey_80K

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
heard_survey_80K	logical	0	1	FAL: 2270, TRU: 243	0.1	NA

heard_survey_other

Distribution

Distribution of values for heard_survey_other

2295 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
heard_survey_other	character	2295	0.09	150	0	2	274	0	NA

ea_know_favor

Distribution

Distribution of values for ea_know_favor

934 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_know_favor	character	934	0.63	7	0	1	7	0	NA

ea_know_drift

Distribution

Distribution of values for ea_know_drift

961 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_know_drift	character	961	0.62	2	0	2	3	0	NA

ea_know_drift_involved

Distribution

Distribution of values for ea_know_drift_involved

2050 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_know_drift_involved	character	2050	0.18	5	0	114	336	0	NA

ea_know_drift_reason_disagreed_premise

Distribution

Distribution of values for ea_know_drift_reason_disagreed_premise

2093 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_know_drift_reason_disagreed_premise	logical	2093	0.17	FAL: 367, TRU: 53	0.13	NA

ea_know_drift_reason_underexposed

Distribution

Distribution of values for ea_know_drift_reason_underexposed

2093 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_know_drift_reason_underexposed	logical	2093	0.17	FAL: 391, TRU: 29	0.07	NA

ea_know_drift_reason_uninterested

Distribution

Distribution of values for ea_know_drift_reason_uninterested

2093 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_know_drift_reason_uninterested	logical	2093	0.17	FAL: 295, TRU: 125	0.3	NA

ea_know_drift_reason_no_friends

Distribution

Distribution of values for ea_know_drift_reason_no_friends

2093 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_know_drift_reason_no_friends	logical	2093	0.17	FAL: 317, TRU: 103	0.25	NA

ea_know_drift_reason_no_opportunity

Distribution

Distribution of values for ea_know_drift_reason_no_opportunity

2093 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_know_drift_reason_no_opportunity	logical	2093	0.17	FAL: 307, TRU: 113	0.27	NA

ea_know_drift_reason_offended

Distribution

Distribution of values for ea_know_drift_reason_offended

2093 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_know_drift_reason_offended	logical	2093	0.17	FAL: 366, TRU: 54	0.13	NA

ea_know_drift_reason_bad_experience

Distribution

Distribution of values for ea_know_drift_reason_bad_experience

2093 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_know_drift_reason_bad_experience	logical	2093	0.17	FAL: 307, TRU: 113	0.27	NA

ea_know_drift_reason_misunderstood

Distribution

Distribution of values for ea_know_drift_reason_misunderstood

2093 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_know_drift_reason_misunderstood	logical	2093	0.17	FAL: 405, TRU: 15	0.04	NA

ea_know_drift_reason_life_change

Distribution

Distribution of values for ea_know_drift_reason_life_change

2093 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_know_drift_reason_life_change	logical	2093	0.17	FAL: 338, TRU: 82	0.2	NA

ea_dont_know_drift_reason

Distribution

Distribution of values for ea_dont_know_drift_reason

2093 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
ea_dont_know_drift_reason	logical	2093	0.17	FAL: 327, TRU: 93	0.22	NA

current_work_mental_health

Distribution

Distribution of values for current_work_mental_health

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_mental_health	logical	1762	0.3	FAL: 607, TRU: 144	0.19	NA

current_work_ai_risk

Distribution

Distribution of values for current_work_ai_risk

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_ai_risk	logical	1762	0.3	FAL: 566, TRU: 185	0.25	NA

current_work_nuclear_security

Distribution

Distribution of values for current_work_nuclear_security

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_nuclear_security	logical	1762	0.3	FAL: 720, TRU: 31	0.04	NA

current_work_biosecurity

Distribution

Distribution of values for current_work_biosecurity

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_biosecurity	logical	1762	0.3	FAL: 698, TRU: 53	0.07	NA

current_work_other_xrisk

Distribution

Distribution of values for current_work_other_xrisk

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_other_xrisk	logical	1762	0.3	FAL: 691, TRU: 60	0.08	NA

current_work_rationality

Distribution

Distribution of values for current_work_rationality

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_rationality	logical	1762	0.3	FAL: 526, TRU: 225	0.3	NA

current_work_climate_change

Distribution

Distribution of values for current_work_climate_change

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_climate_change	logical	1762	0.3	FAL: 633, TRU: 118	0.16	NA

current_work_animals

Distribution

Distribution of values for current_work_animals

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_animals	logical	1762	0.3	FAL: 643, TRU: 108	0.14	NA

current_work_meta

Distribution

Distribution of values for current_work_meta

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_meta	logical	1762	0.3	FAL: 641, TRU: 110	0.15	NA

current_work_poverty

Distribution

Distribution of values for current_work_poverty

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_poverty	logical	1762	0.3	FAL: 607, TRU: 144	0.19	NA

current_work_cause_pri

Distribution

Distribution of values for current_work_cause_pri

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_cause_pri	logical	1762	0.3	FAL: 650, TRU: 101	0.13	NA

current_work_other

Distribution

Distribution of values for current_work_other

1762 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
current_work_other	logical	1762	0.3	FAL: 674, TRU: 77	0.1	NA

career_interest_mental_health

Distribution

Distribution of values for career_interest_mental_health

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
career_interest_mental_health	logical	0	1	FAL: 2206, TRU: 307	0.12	NA

career_interest_ai_risk

Distribution

Distribution of values for career_interest_ai_risk

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
career_interest_ai_risk	logical	0	1	FAL: 2007, TRU: 506	0.2	NA

career_interest_nuclear_security

Distribution

Distribution of values for career_interest_nuclear_security

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
career_interest_nuclear_security	logical	0	1	FAL: 2365, TRU: 148	0.06	NA

career_interest_biosecurity

Distribution

Distribution of values for career_interest_biosecurity

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
career_interest_biosecurity	logical	0	1	FAL: 2266, TRU: 247	0.1	NA

career_interest_other_xrisk

Distribution

Distribution of values for career_interest_other_xrisk

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
career_interest_other_xrisk	logical	0	1	FAL: 2201, TRU: 312	0.12	NA

career_interest_rationality

Distribution

Distribution of values for career_interest_rationality

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
career_interest_rationality	logical	0	1	FAL: 1954, TRU: 559	0.22	NA

career_interest_climate_change

Distribution

Distribution of values for career_interest_climate_change

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
career_interest_climate_change	logical	0	1	FAL: 2114, TRU: 399	0.16	NA

career_interest_animals

Distribution

Distribution of values for career_interest_animals

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
career_interest_animals	logical	0	1	FAL: 2164, TRU: 349	0.14	NA

career_interest_meta

Distribution

Distribution of values for career_interest_meta

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
career_interest_meta	logical	0	1	FAL: 2108, TRU: 405	0.16	NA

career_interest_poverty

Distribution

Distribution of values for career_interest_poverty

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
career_interest_poverty	logical	0	1	FAL: 2025, TRU: 488	0.19	NA

career_interest_cause_pri

Distribution

Distribution of values for career_interest_cause_pri

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
career_interest_cause_pri	logical	0	1	FAL: 2084, TRU: 429	0.17	NA

moral_philosophy

Distribution

Distribution of values for moral_philosophy

1154 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
moral_philosophy	character	1154	0.54	5	0	10	41	0	NA

familiar_population_ethics

Distribution

Distribution of values for familiar_population_ethics

981 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
familiar_population_ethics	character	981	0.61	5	0	13	19	0	NA

utilitarianism_type

Distribution

Distribution of values for utilitarianism_type

1093 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
utilitarianism_type	character	1093	0.57	7	0	3	107	0	NA

dpe

Distribution

Distribution of values for dpe

1255 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
dpe	character	1255	0.5	2	0	39	109	0	NA

dpe2

Distribution

Distribution of values for dpe2

1667 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	hist	label
dpe2	numeric	1667	0.34	0	1001	Inf	Inf	▇▁▁▁▁	NA

ea_id

Distribution

Distribution of values for ea_id

1059 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_id	character	1059	0.58	1450	0	32	32	0	NA

currency

Distribution

Distribution of values for currency

608 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
currency	character	608	0.76	20	0	3	3	0	NA

donate_2018_c

Distribution

Distribution of values for donate_2018_c

805 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_2018_c	character	805	0.68	9	0	9	20	0	NA

plan_donate_2019_c

Distribution

Distribution of values for plan_donate_2019_c

831 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
plan_donate_2019_c	numeric	831	0.67	0	1095	3e+06	10687	90501	▇▁▁▁▁	NA

donate_RC_2018_c

Distribution

Distribution of values for donate_RC_2018_c

2418 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_RC_2018_c	numeric	2418	0.04	0	0	15000	404	2138	▇▁▁▁▁	NA

donate_ea_fund_meta_2018_c

Distribution

Distribution of values for donate_ea_fund_meta_2018_c

2371 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_ea_fund_meta_2018_c	numeric	2371	0.06	0	0	70000	1173	7098	▇▁▁▁▁	NA

donate_ea_fund_animal_welfare_2018_c

Distribution

Distribution of values for donate_ea_fund_animal_welfare_2018_c

2365 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_ea_fund_animal_welfare_2018_c	numeric	2365	0.06	0	0	20000	590	2347	▇▁▁▁▁	NA

donate_ea_fund_ltf_2018_c

Distribution

Distribution of values for donate_ea_fund_ltf_2018_c

2365 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_ea_fund_ltf_2018_c	numeric	2365	0.06	0	0	19992	722	2298	▇▁▁▁▁	NA

donate_ea_fund_global_health_2018_c

Distribution

Distribution of values for donate_ea_fund_global_health_2018_c

2387 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_ea_fund_global_health_2018_c	numeric	2387	0.05	0	0	20000	771	2829	▇▁▁▁▁	NA

donate_80K_2018_c

Distribution

Distribution of values for donate_80K_2018_c

2419 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_80K_2018_c	numeric	2419	0.04	0	0	80000	1039	8316	▇▁▁▁▁	NA

donate_cfar_2018_c

Distribution

Distribution of values for donate_cfar_2018_c

2423 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cfar_2018_c	numeric	2423	0.04	0	0	325000	3611	34258	▇▁▁▁▁	NA

donate_miri_2018_c

Distribution

Distribution of values for donate_miri_2018_c

2376 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_miri_2018_c	numeric	2376	0.05	0	0	20000	1058	3029	▇▁▁▁▁	NA

donate_gf_2018_c

Distribution

Distribution of values for donate_gf_2018_c

2374 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_gf_2018_c	numeric	2374	0.06	0	0	20000	617	2310	▇▁▁▁▁	NA

donate_ace_2018_c

Distribution

Distribution of values for donate_ace_2018_c

2378 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_ace_2018_c	numeric	2378	0.05	0	0	46000	976	4533	▇▁▁▁▁	NA

donate_mfa_2018_c

Distribution

Distribution of values for donate_mfa_2018_c

2402 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_mfa_2018_c	numeric	2402	0.04	0	0	20000	267	1952	▇▁▁▁▁	NA

donate_cea_2018_c

Distribution

Distribution of values for donate_cea_2018_c

2402 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cea_2018_c	numeric	2402	0.04	0	0	65000	1003	6382	▇▁▁▁▁	NA

donate_dtw_2018_c

Distribution

Distribution of values for donate_dtw_2018_c

2394 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_dtw_2018_c	numeric	2394	0.05	0	0	10120	365	1389	▇▁▁▁▁	NA

donate_gw_2018_c

Distribution

Distribution of values for donate_gw_2018_c

2299 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_gw_2018_c	numeric	2299	0.09	0	137	100000	3848	12489	▇▁▁▁▁	NA

donate_sci_2018_c

Distribution

Distribution of values for donate_sci_2018_c

2379 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_sci_2018_c	numeric	2379	0.05	0	0	32133	729	3173	▇▁▁▁▁	NA

donate_gd_2018_c

Distribution

Distribution of values for donate_gd_2018_c

2313 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_gd_2018_c	numeric	2313	0.08	0	50	80000	1393	6296	▇▁▁▁▁	NA

donate_ef_2018_c

Distribution

Distribution of values for donate_ef_2018_c

2402 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_ef_2018_c	numeric	2402	0.04	0	0	80828	1801	10312	▇▁▁▁▁	NA

donate_amf_2018_c

Distribution

Distribution of values for donate_amf_2018_c

2182 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_amf_2018_c	numeric	2182	0.13	0	342	160000	3192	12551	▇▁▁▁▁	NA

donate_thl_2018_c

Distribution

Distribution of values for donate_thl_2018_c

2388 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_thl_2018_c	numeric	2388	0.05	0	0	30000	1024	4413	▇▁▁▁▁	NA

income_2018_c

Distribution

Distribution of values for income_2018_c

827 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
income_2018_c	character	827	0.67	8	0	12	20	0	NA

p_donate_2018

Distribution

Distribution of values for p_donate_2018

975 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
p_donate_2018	numeric	975	0.61	0	0.033	14	0.1	0.46	▇▁▁▁▁	NA

cause_import_animal_welfare_b

Distribution

Distribution of values for cause_import_animal_welfare_b

504 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_animal_welfare_b	character	504	0.8	6	0	25	75	0	NA

cause_import_cause_prioritization_b

Distribution

Distribution of values for cause_import_cause_prioritization_b

523 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_cause_prioritization_b	character	523	0.79	6	0	25	75	0	NA

cause_import_biosecurity_b

Distribution

Distribution of values for cause_import_biosecurity_b

501 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_biosecurity_b	character	501	0.8	6	0	25	75	0	NA

cause_import_climate_change_b

Distribution

Distribution of values for cause_import_climate_change_b

500 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_climate_change_b	character	500	0.8	6	0	25	75	0	NA

cause_import_nuclear_security_b

Distribution

Distribution of values for cause_import_nuclear_security_b

511 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_nuclear_security_b	character	511	0.8	6	0	25	75	0	NA

cause_import_ai_b

Distribution

Distribution of values for cause_import_ai_b

495 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_ai_b	character	495	0.8	6	0	25	75	0	NA

cause_import_mental_health_b

Distribution

Distribution of values for cause_import_mental_health_b

524 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_mental_health_b	character	524	0.79	6	0	25	75	0	NA

cause_import_poverty_b

Distribution

Distribution of values for cause_import_poverty_b

503 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_poverty_b	character	503	0.8	6	0	25	75	0	NA

cause_import_rationality_b

Distribution

Distribution of values for cause_import_rationality_b

498 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_rationality_b	character	498	0.8	6	0	25	75	0	NA

cause_import_meta_b

Distribution

Distribution of values for cause_import_meta_b

515 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_meta_b	character	515	0.8	6	0	25	75	0	NA

cause_import_xrisk_other_b

Distribution

Distribution of values for cause_import_xrisk_other_b

502 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_xrisk_other_b	character	502	0.8	6	0	25	75	0	NA

cause_import_other_b

Distribution

Distribution of values for cause_import_other_b

1949 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_other_b	character	1949	0.22	6	0	25	75	0	NA

cause_import_other_which_b

Distribution

Distribution of values for cause_import_other_which_b

2164 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_other_which_b	character	2164	0.14	332	0	2	810	0	NA

left

Distribution

Distribution of values for left

588 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
left	logical	588	0.77	TRU: 1309, FAL: 616	0.68	NA

gender_b

Distribution

Distribution of values for gender_b

661 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
gender_b	character	661	0.74	2	0	4	6	0	NA

veg_b

Distribution

Distribution of values for veg_b

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
veg_b	logical	0	1	FAL: 1615, TRU: 898	0.36	NA

donate_cause_meta_2018_c

Distribution

Distribution of values for donate_cause_meta_2018_c

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cause_meta_2018_c	numeric	0	1	0	0	325000	374	7610	▇▁▁▁▁	NA

donate_cause_cause_pri_2018_c

Distribution

Distribution of values for donate_cause_cause_pri_2018_c

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cause_cause_pri_2018_c	numeric	0	1	0	0	100000	380	3945	▇▁▁▁▁	NA

donate_cause_poverty_2018_c

Distribution

Distribution of values for donate_cause_poverty_2018_c

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cause_poverty_2018_c	numeric	0	1	0	0	160000	626	5336	▇▁▁▁▁	NA

donate_cause_animal_welfare_2018_c

Distribution

Distribution of values for donate_cause_animal_welfare_2018_c

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cause_animal_welfare_2018_c	numeric	0	1	0	0	50000	132	1602	▇▁▁▁▁	NA

donate_cause_far_future_2018_c

Distribution

Distribution of values for donate_cause_far_future_2018_c

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cause_far_future_2018_c	numeric	0	1	0	0	20000	100	951	▇▁▁▁▁	NA

student

Distribution

Distribution of values for student

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	count	mean	label
student	logical	0	1	FAL: 1902, TRU: 611	0.24	NA

age

Distribution

Distribution of values for age

626 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
age	character	626	0.75	7	0	3	5	0	NA

Missingness report

description	first_heard_EA	which_year_EA	ea_engaged_scale	member_gwwc	top_case	cause_import_ai	cause_import_ai_b	cause_import_rationality	cause_import_rationality_b	cause_import_climate_change	cause_import_climate_change_b	cause_import_biosecurity	cause_import_biosecurity_b	cause_import_xrisk_other	cause_import_xrisk_other_b	cause_import_poverty	cause_import_poverty_b	cause_import_animal_welfare	cause_import_animal_welfare_b	cause_import_nuclear_security	cause_import_nuclear_security_b	cause_import_meta	cause_import_meta_b	activity_applied_eag	activity_attended_eag	activity_read_ea_book	activity_ea_forum_posted	activity_ea_forum_commented	activity_wrote_not_ea_forum	activity_ea_fb	activity_organized_ea_event	activity_ea_local_leader	activity_applied_ea_org_job	activity_employed_ea_org	activity_volunteer_ea_org	activity_ea_plan_change	activity_ea_donate	cause_import_cause_prioritization	cause_import_cause_prioritization_b	cause_import_mental_health	cause_import_mental_health_b	education	currency_donate_1	veg	changed_causes	gender	ea_interest_change	politics	left	currency	ea_community_excitement	religion_atheist_agnostic	religion_buddhist	religion_christian	religion_hindu	religion_jewish	religion_muslim	religion_sikh	religion_other	age	race_white	race_black	race_hispanic	race_native_american	race_pacific_islander	race_asian	race_other	gender_b	plan_donate_2019	donate_2018_c	income_2018_c	plan_donate_2019_c	retention_gwwc	retention_givewell	retention_ea_funds	retention_donation_other	retention_ea_project	retention_eag	retention_eagx	retention_local_group	retention_local_group_leader	retention_personal_contact	retention_ea_forum	retention_ssc	retention_lw	retention_ea_fb	retention_ea_discord	retention_future_perfect	ea_barrier_too_demanding	ea_barrier_limited_advice	ea_barrier_too_few_jobs	ea_barrier_job_too_hard	ea_barrier_unclear_where_donate	ea_barrier_unclear_how_movement_building	ea_barrier_lack_mentor	ea_barrier_not_diverse	ea_barrier_not_welcoming	ea_barrier_elitist	ea_barrier_unsocial	ea_barrier_no_ea_friends	ea_barrier_no_group	ea_barrier_no_ea_content	ea_barrier_no_barrier	ea_know_favor	ea_know_drift	p_donate_2018	familiar_population_ethics	ea_id	utilitarianism_type	moral_philosophy	dpe	ea_involve_ea_career	ea_involve_give	dpe2	previous_cause	ea_involve_social	current_work_mental_health	current_work_ai_risk	current_work_nuclear_security	current_work_biosecurity	current_work_other_xrisk	current_work_rationality	current_work_climate_change	current_work_animals	current_work_meta	current_work_poverty	current_work_cause_pri	current_work_other	ea_involve_local_group	ea_involve_volunteer	gwwc_year	cause_import_other	cause_import_other_b	ea_involve_global_events	ea_involve_education	extra_extra_cause	ea_know_drift_involved	ea_know_drift_reason_disagreed_premise	ea_know_drift_reason_underexposed	ea_know_drift_reason_uninterested	ea_know_drift_reason_no_friends	ea_know_drift_reason_no_opportunity	ea_know_drift_reason_offended	ea_know_drift_reason_bad_experience	ea_know_drift_reason_misunderstood	ea_know_drift_reason_life_change	ea_dont_know_drift_reason	ea_involve_ea_events	cause_import_other_which_b	donate_amf_2018	donate_amf_2018_c	involved_other	currency_donate_2	heard_survey_other	donate_gw_2018	donate_gw_2018_c	ea_org_employed	donate_gd_2018	donate_gd_2018_c	donate_ea_fund_animal_welfare_2018	donate_ea_fund_ltf_2018	donate_ea_fund_animal_welfare_2018_c	donate_ea_fund_ltf_2018_c	donate_ea_fund_meta_2018	donate_ea_fund_meta_2018_c	donate_gf_2018	donate_gf_2018_c	donate_miri_2018	donate_ace_2018	donate_miri_2018_c	member_other	donate_sci_2018	donate_ace_2018_c	donate_sci_2018_c	donate_ea_fund_global_health_2018	donate_ea_fund_global_health_2018_c	donate_thl_2018	donate_thl_2018_c	politics_other	donate_dtw_2018	donate_dtw_2018_c	donate_mfa_2018	donate_ef_2018	donate_cea_2018	donate_mfa_2018_c	donate_cea_2018_c	donate_ef_2018_c	donate_RC_2018	donate_RC_2018_c	donate_80K_2018	donate_80K_2018_c	donate_cfar_2018	donate_cfar_2018_c	var_miss	n_miss
Missing values per variable	376	384	388	440	490	495	495	498	498	500	500	501	501	502	502	503	503	504	504	511	511	515	515	522	522	522	522	522	522	522	522	522	522	522	522	522	522	523	523	524	524	552	566	568	569	579	579	588	588	608	609	622	622	622	622	622	622	622	622	626	648	648	648	648	648	648	648	661	793	805	827	831	891	891	891	891	891	891	891	891	891	891	891	891	891	891	891	891	925	925	925	925	925	925	925	925	925	925	925	925	925	925	925	934	961	975	981	1.06e+03	1.09e+03	1.15e+03	1.26e+03	1.5e+03	1.55e+03	1.67e+03	1.71e+03	1.75e+03	1.76e+03	1.76e+03	1.76e+03	1.76e+03	1.76e+03	1.76e+03	1.76e+03	1.76e+03	1.76e+03	1.76e+03	1.76e+03	1.76e+03	1.77e+03	1.89e+03	1.89e+03	1.95e+03	1.95e+03	2.00e+03	2.02e+03	2.03e+03	2.05e+03	2.09e+03	2.09e+03	2.09e+03	2.09e+03	2.09e+03	2.09e+03	2.09e+03	2.09e+03	2.09e+03	2.09e+03	2.1e+03	2.16e+03	2.18e+03	2.18e+03	2.25e+03	2.28e+03	2.3e+03	2.3e+03	2.3e+03	2.31e+03	2.31e+03	2.31e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.37e+03	2.37e+03	2.37e+03	2.37e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.39e+03	2.39e+03	2.39e+03	2.39e+03	2.39e+03	2.39e+03	2.39e+03	2.4e+03	2.4e+03	2.4e+03	2.4e+03	2.4e+03	2.4e+03	2.41e+03	2.42e+03	2.42e+03	2.42e+03	2.42e+03	2.42e+03	2.53e+05	2.53e+05
Missing values in 193 variables	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	193	372
Missing values in 175 variables	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	175	33
2036 other, less frequent patterns	2.03e+03	2.03e+03	2.02e+03	1.98e+03	1.99e+03	1.98e+03	1.98e+03	1.98e+03	1.98e+03	1.98e+03	1.98e+03	1.98e+03	1.98e+03	1.98e+03	1.98e+03	1.97e+03	1.97e+03	1.97e+03	1.97e+03	1.97e+03	1.97e+03	1.96e+03	1.96e+03	1.9e+03	1.9e+03	1.9e+03	1.9e+03	1.9e+03	1.9e+03	1.9e+03	1.9e+03	1.9e+03	1.9e+03	1.9e+03	1.9e+03	1.9e+03	1.9e+03	1.95e+03	1.95e+03	1.95e+03	1.95e+03	1.95e+03	1.93e+03	1.93e+03	1.91e+03	1.92e+03	1.92e+03	1.91e+03	1.91e+03	1.89e+03	1.89e+03	1.88e+03	1.88e+03	1.88e+03	1.88e+03	1.88e+03	1.88e+03	1.88e+03	1.88e+03	1.88e+03	1.85e+03	1.85e+03	1.85e+03	1.85e+03	1.85e+03	1.85e+03	1.85e+03	1.84e+03	1.71e+03	1.69e+03	1.67e+03	1.67e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.61e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.58e+03	1.57e+03	1.55e+03	1.52e+03	1.53e+03	1.45e+03	1.41e+03	1.35e+03	1.25e+03	1.01e+03	949	842	797	757	750	750	750	750	750	750	750	750	750	750	750	750	741	619	599	559	559	507	495	480	462	419	419	419	419	419	419	419	419	419	419	412	346	334	329	256	228	218	217	214	201	203	200	149	149	148	148	143	142	141	139	138	138	137	135	135	135	134	127	126	125	125	124	119	119	113	112	111	111	111	111	101	95	94	94	90	90	1.64e+05	2.11e+03

Codebook table

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{
  "name": "eas_19",
  "datePublished": "2021-03-12",
  "description": "The dataset has N=2513 rows and 303 columns.\n0 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
  "keywords": ["referrer", "sincere", "is_ea1", "is_ea2", "first_heard_EA", "involved_tlycs", "involved_local_EA", "involved_lesswrong", "involved_givewell", "involved_ace", "involved_ssc", "involved_online_ea", "involved_personal_contact", "involved_80K", "involved_GWWC", "involved_ea_global", "involved_ea_global_x", "involved_book_blog", "involved_podcast", "involved_swiss", "involved_none_of_the_above", "involved_other", "which_year_EA", "member_ea_fb", "member_ea_forum", "member_lw", "member_local_group", "member_none_of_the_above", "member_other", "member_gwwc", "gwwc_year", "ea_engaged_scale", "activity_applied_eag", "activity_attended_eag", "activity_read_ea_book", "activity_ea_forum_posted", "activity_ea_forum_commented", "activity_wrote_not_ea_forum", "activity_ea_fb", "activity_organized_ea_event", "activity_ea_local_leader", "activity_applied_ea_org_job", "activity_employed_ea_org", "ea_org_employed", "activity_volunteer_ea_org", "80K_coach_applied", "done_80K", "activity_ea_plan_change", "activity_ea_donate", "cause_import_animal_welfare", "cause_import_cause_prioritization", "cause_import_biosecurity", "cause_import_climate_change", "cause_import_nuclear_security", "cause_import_ai", "cause_import_mental_health", "cause_import_poverty", "cause_import_rationality", "cause_import_meta", "cause_import_xrisk_other", "cause_import_other", "extra_extra_cause", "changed_causes", "previous_cause", "top_case", "ea_career_type_ea_org", "ea_career_type_non_profit", "ea_career_type_etg", "ea_career_type_non_etg_for_profit", "ea_career_type_non_academia_research", "ea_career_type_academia", "ea_career_type_government", "ea_career_type_advocacy", "currency_donate_1", "currency_donate_2", "plan_donate_2019", "gender", "race_white", "race_black", "race_hispanic", "race_native_american", "race_pacific_islander", "race_asian", "race_other", "country", "veg", "politics", "politics_other", "religion_atheist_agnostic", "religion_buddhist", "religion_christian", "religion_hindu", "religion_jewish", "religion_muslim", "religion_sikh", "religion_other", "employed_full_time", "employed_part_time", "employed_self", "employed_looking", "employed_not_looking", "employed_homemaker", "employed_retired", "employed_student_part", "employed_student_full", "education", "studied_cs", "studied_econ", "studied_engineering", "studied_math", "studied_medicine", "studied_psych", "studied_phil", "studied_physics", "studied_humanities", "studied_social_science", "studied_other_science", "studied_vocational", "donate_RC_2018", "donate_ea_fund_meta_2018", "donate_ea_fund_animal_welfare_2018", "donate_ea_fund_ltf_2018", "donate_ea_fund_global_health_2018", "donate_80K_2018", "donate_cfar_2018", "donate_miri_2018", "donate_gf_2018", "donate_ace_2018", "donate_mfa_2018", "donate_cea_2018", "donate_dtw_2018", "donate_gw_2018", "donate_sci_2018", "donate_gd_2018", "donate_ef_2018", "donate_amf_2018", "donate_thl_2018", "experience_generalist_research", "experience_management", "experience_economics", "experience_philosophy", "experience_government", "experience_operations", "experience_ml", "experience_ai_safety", "experience_movement_building", "experience_admin", "experience_pa", "experience_life_sciences", "experiences_marketing", "experience_math", "experience_comms", "experience_webdev", "experience_international_dev", "experience_software", "experience_asset_management", "experience_law", "experience_consulting", "experience_accounting", "ea_interest_change", "ea_community_excitement", "ea_barrier_too_demanding", "ea_barrier_limited_advice", "ea_barrier_too_few_jobs", "ea_barrier_job_too_hard", "ea_barrier_unclear_where_donate", "ea_barrier_unclear_how_movement_building", "ea_barrier_lack_mentor", "ea_barrier_not_diverse", "ea_barrier_not_welcoming", "ea_barrier_elitist", "ea_barrier_unsocial", "ea_barrier_no_ea_friends", "ea_barrier_no_group", "ea_barrier_no_ea_content", "ea_barrier_no_barrier", "ea_involve_ea_career", "ea_involve_volunteer", "ea_involve_ea_events", "ea_involve_give", "ea_involve_education", "ea_involve_local_group", "ea_involve_global_events", "ea_involve_social", "retention_gwwc", "retention_givewell", "retention_ea_funds", "retention_donation_other", "retention_ea_project", "retention_eag", "retention_eagx", "retention_local_group", "retention_local_group_leader", "retention_personal_contact", "retention_ea_forum", "retention_ssc", "retention_lw", "retention_ea_fb", "retention_ea_discord", "retention_future_perfect", "heard_survey_ea_fb", "heard_survey_other_fb", "heard_survey_other_social", "heard_survey_ea_newsletter", "heard_survey_ace", "heard_survey_gwwc", "heard_survey_other_ea_org", "heard_survey_friend", "heard_survey_lw", "heard_survey_local_group", "heard_survey_ssc", "heard_survey_ea_forum", "heard_survey_80K", "heard_survey_other", "ea_know_favor", "ea_know_drift", "ea_know_drift_involved", "ea_know_drift_reason_disagreed_premise", "ea_know_drift_reason_underexposed", "ea_know_drift_reason_uninterested", "ea_know_drift_reason_no_friends", "ea_know_drift_reason_no_opportunity", "ea_know_drift_reason_offended", "ea_know_drift_reason_bad_experience", "ea_know_drift_reason_misunderstood", "ea_know_drift_reason_life_change", "ea_dont_know_drift_reason", "current_work_mental_health", "current_work_ai_risk", "current_work_nuclear_security", "current_work_biosecurity", "current_work_other_xrisk", "current_work_rationality", "current_work_climate_change", "current_work_animals", "current_work_meta", "current_work_poverty", "current_work_cause_pri", "current_work_other", "career_interest_mental_health", "career_interest_ai_risk", "career_interest_nuclear_security", "career_interest_biosecurity", "career_interest_other_xrisk", "career_interest_rationality", "career_interest_climate_change", "career_interest_animals", "career_interest_meta", "career_interest_poverty", "career_interest_cause_pri", "moral_philosophy", "familiar_population_ethics", "utilitarianism_type", "dpe", "dpe2", "ea_id", "currency", "donate_2018_c", "plan_donate_2019_c", "donate_RC_2018_c", "donate_ea_fund_meta_2018_c", "donate_ea_fund_animal_welfare_2018_c", "donate_ea_fund_ltf_2018_c", "donate_ea_fund_global_health_2018_c", "donate_80K_2018_c", "donate_cfar_2018_c", "donate_miri_2018_c", "donate_gf_2018_c", "donate_ace_2018_c", "donate_mfa_2018_c", "donate_cea_2018_c", "donate_dtw_2018_c", "donate_gw_2018_c", "donate_sci_2018_c", "donate_gd_2018_c", "donate_ef_2018_c", "donate_amf_2018_c", "donate_thl_2018_c", "income_2018_c", "p_donate_2018", "cause_import_animal_welfare_b", "cause_import_cause_prioritization_b", "cause_import_biosecurity_b", "cause_import_climate_change_b", "cause_import_nuclear_security_b", "cause_import_ai_b", "cause_import_mental_health_b", "cause_import_poverty_b", "cause_import_rationality_b", "cause_import_meta_b", "cause_import_xrisk_other_b", "cause_import_other_b", "cause_import_other_which_b", "left", "gender_b", "veg_b", "donate_cause_meta_2018_c", "donate_cause_cause_pri_2018_c", "donate_cause_poverty_2018_c", "donate_cause_animal_welfare_2018_c", "donate_cause_far_future_2018_c", "student", "age"],
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "referrer",
      "@type": "propertyValue"
    },
    {
      "name": "sincere",
      "@type": "propertyValue"
    },
    {
      "name": "is_ea1",
      "@type": "propertyValue"
    },
    {
      "name": "is_ea2",
      "@type": "propertyValue"
    },
    {
      "name": "first_heard_EA",
      "@type": "propertyValue"
    },
    {
      "name": "involved_tlycs",
      "@type": "propertyValue"
    },
    {
      "name": "involved_local_EA",
      "@type": "propertyValue"
    },
    {
      "name": "involved_lesswrong",
      "@type": "propertyValue"
    },
    {
      "name": "involved_givewell",
      "@type": "propertyValue"
    },
    {
      "name": "involved_ace",
      "@type": "propertyValue"
    },
    {
      "name": "involved_ssc",
      "@type": "propertyValue"
    },
    {
      "name": "involved_online_ea",
      "@type": "propertyValue"
    },
    {
      "name": "involved_personal_contact",
      "@type": "propertyValue"
    },
    {
      "name": "involved_80K",
      "@type": "propertyValue"
    },
    {
      "name": "involved_GWWC",
      "@type": "propertyValue"
    },
    {
      "name": "involved_ea_global",
      "@type": "propertyValue"
    },
    {
      "name": "involved_ea_global_x",
      "@type": "propertyValue"
    },
    {
      "name": "involved_book_blog",
      "@type": "propertyValue"
    },
    {
      "name": "involved_podcast",
      "@type": "propertyValue"
    },
    {
      "name": "involved_swiss",
      "@type": "propertyValue"
    },
    {
      "name": "involved_none_of_the_above",
      "@type": "propertyValue"
    },
    {
      "name": "involved_other",
      "@type": "propertyValue"
    },
    {
      "name": "which_year_EA",
      "@type": "propertyValue"
    },
    {
      "name": "member_ea_fb",
      "@type": "propertyValue"
    },
    {
      "name": "member_ea_forum",
      "@type": "propertyValue"
    },
    {
      "name": "member_lw",
      "@type": "propertyValue"
    },
    {
      "name": "member_local_group",
      "@type": "propertyValue"
    },
    {
      "name": "member_none_of_the_above",
      "@type": "propertyValue"
    },
    {
      "name": "member_other",
      "@type": "propertyValue"
    },
    {
      "name": "member_gwwc",
      "@type": "propertyValue"
    },
    {
      "name": "gwwc_year",
      "@type": "propertyValue"
    },
    {
      "name": "ea_engaged_scale",
      "@type": "propertyValue"
    },
    {
      "name": "activity_applied_eag",
      "@type": "propertyValue"
    },
    {
      "name": "activity_attended_eag",
      "@type": "propertyValue"
    },
    {
      "name": "activity_read_ea_book",
      "@type": "propertyValue"
    },
    {
      "name": "activity_ea_forum_posted",
      "@type": "propertyValue"
    },
    {
      "name": "activity_ea_forum_commented",
      "@type": "propertyValue"
    },
    {
      "name": "activity_wrote_not_ea_forum",
      "@type": "propertyValue"
    },
    {
      "name": "activity_ea_fb",
      "@type": "propertyValue"
    },
    {
      "name": "activity_organized_ea_event",
      "@type": "propertyValue"
    },
    {
      "name": "activity_ea_local_leader",
      "@type": "propertyValue"
    },
    {
      "name": "activity_applied_ea_org_job",
      "@type": "propertyValue"
    },
    {
      "name": "activity_employed_ea_org",
      "@type": "propertyValue"
    },
    {
      "name": "ea_org_employed",
      "@type": "propertyValue"
    },
    {
      "name": "activity_volunteer_ea_org",
      "@type": "propertyValue"
    },
    {
      "name": "80K_coach_applied",
      "@type": "propertyValue"
    },
    {
      "name": "done_80K",
      "@type": "propertyValue"
    },
    {
      "name": "activity_ea_plan_change",
      "@type": "propertyValue"
    },
    {
      "name": "activity_ea_donate",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_animal_welfare",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_cause_prioritization",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_biosecurity",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_climate_change",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_nuclear_security",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_ai",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_mental_health",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_poverty",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_rationality",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_meta",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_xrisk_other",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_other",
      "@type": "propertyValue"
    },
    {
      "name": "extra_extra_cause",
      "@type": "propertyValue"
    },
    {
      "name": "changed_causes",
      "@type": "propertyValue"
    },
    {
      "name": "previous_cause",
      "@type": "propertyValue"
    },
    {
      "name": "top_case",
      "@type": "propertyValue"
    },
    {
      "name": "ea_career_type_ea_org",
      "@type": "propertyValue"
    },
    {
      "name": "ea_career_type_non_profit",
      "@type": "propertyValue"
    },
    {
      "name": "ea_career_type_etg",
      "@type": "propertyValue"
    },
    {
      "name": "ea_career_type_non_etg_for_profit",
      "@type": "propertyValue"
    },
    {
      "name": "ea_career_type_non_academia_research",
      "@type": "propertyValue"
    },
    {
      "name": "ea_career_type_academia",
      "@type": "propertyValue"
    },
    {
      "name": "ea_career_type_government",
      "@type": "propertyValue"
    },
    {
      "name": "ea_career_type_advocacy",
      "@type": "propertyValue"
    },
    {
      "name": "currency_donate_1",
      "@type": "propertyValue"
    },
    {
      "name": "currency_donate_2",
      "@type": "propertyValue"
    },
    {
      "name": "plan_donate_2019",
      "@type": "propertyValue"
    },
    {
      "name": "gender",
      "@type": "propertyValue"
    },
    {
      "name": "race_white",
      "@type": "propertyValue"
    },
    {
      "name": "race_black",
      "@type": "propertyValue"
    },
    {
      "name": "race_hispanic",
      "@type": "propertyValue"
    },
    {
      "name": "race_native_american",
      "@type": "propertyValue"
    },
    {
      "name": "race_pacific_islander",
      "@type": "propertyValue"
    },
    {
      "name": "race_asian",
      "@type": "propertyValue"
    },
    {
      "name": "race_other",
      "@type": "propertyValue"
    },
    {
      "name": "country",
      "@type": "propertyValue"
    },
    {
      "name": "veg",
      "@type": "propertyValue"
    },
    {
      "name": "politics",
      "@type": "propertyValue"
    },
    {
      "name": "politics_other",
      "@type": "propertyValue"
    },
    {
      "name": "religion_atheist_agnostic",
      "@type": "propertyValue"
    },
    {
      "name": "religion_buddhist",
      "@type": "propertyValue"
    },
    {
      "name": "religion_christian",
      "@type": "propertyValue"
    },
    {
      "name": "religion_hindu",
      "@type": "propertyValue"
    },
    {
      "name": "religion_jewish",
      "@type": "propertyValue"
    },
    {
      "name": "religion_muslim",
      "@type": "propertyValue"
    },
    {
      "name": "religion_sikh",
      "@type": "propertyValue"
    },
    {
      "name": "religion_other",
      "@type": "propertyValue"
    },
    {
      "name": "employed_full_time",
      "@type": "propertyValue"
    },
    {
      "name": "employed_part_time",
      "@type": "propertyValue"
    },
    {
      "name": "employed_self",
      "@type": "propertyValue"
    },
    {
      "name": "employed_looking",
      "@type": "propertyValue"
    },
    {
      "name": "employed_not_looking",
      "@type": "propertyValue"
    },
    {
      "name": "employed_homemaker",
      "@type": "propertyValue"
    },
    {
      "name": "employed_retired",
      "@type": "propertyValue"
    },
    {
      "name": "employed_student_part",
      "@type": "propertyValue"
    },
    {
      "name": "employed_student_full",
      "@type": "propertyValue"
    },
    {
      "name": "education",
      "@type": "propertyValue"
    },
    {
      "name": "studied_cs",
      "@type": "propertyValue"
    },
    {
      "name": "studied_econ",
      "@type": "propertyValue"
    },
    {
      "name": "studied_engineering",
      "@type": "propertyValue"
    },
    {
      "name": "studied_math",
      "@type": "propertyValue"
    },
    {
      "name": "studied_medicine",
      "@type": "propertyValue"
    },
    {
      "name": "studied_psych",
      "@type": "propertyValue"
    },
    {
      "name": "studied_phil",
      "@type": "propertyValue"
    },
    {
      "name": "studied_physics",
      "@type": "propertyValue"
    },
    {
      "name": "studied_humanities",
      "@type": "propertyValue"
    },
    {
      "name": "studied_social_science",
      "@type": "propertyValue"
    },
    {
      "name": "studied_other_science",
      "@type": "propertyValue"
    },
    {
      "name": "studied_vocational",
      "@type": "propertyValue"
    },
    {
      "name": "donate_RC_2018",
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    },
    {
      "name": "donate_ea_fund_meta_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_animal_welfare_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_ltf_2018",
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    },
    {
      "name": "donate_ea_fund_global_health_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_80K_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cfar_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_miri_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gf_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ace_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mfa_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cea_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_dtw_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gw_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sci_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gd_2018",
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    },
    {
      "name": "donate_ef_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_amf_2018",
      "@type": "propertyValue"
    },
    {
      "name": "donate_thl_2018",
      "@type": "propertyValue"
    },
    {
      "name": "experience_generalist_research",
      "@type": "propertyValue"
    },
    {
      "name": "experience_management",
      "@type": "propertyValue"
    },
    {
      "name": "experience_economics",
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    },
    {
      "name": "experience_philosophy",
      "@type": "propertyValue"
    },
    {
      "name": "experience_government",
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    },
    {
      "name": "experience_operations",
      "@type": "propertyValue"
    },
    {
      "name": "experience_ml",
      "@type": "propertyValue"
    },
    {
      "name": "experience_ai_safety",
      "@type": "propertyValue"
    },
    {
      "name": "experience_movement_building",
      "@type": "propertyValue"
    },
    {
      "name": "experience_admin",
      "@type": "propertyValue"
    },
    {
      "name": "experience_pa",
      "@type": "propertyValue"
    },
    {
      "name": "experience_life_sciences",
      "@type": "propertyValue"
    },
    {
      "name": "experiences_marketing",
      "@type": "propertyValue"
    },
    {
      "name": "experience_math",
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    },
    {
      "name": "experience_comms",
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    },
    {
      "name": "experience_webdev",
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    },
    {
      "name": "experience_international_dev",
      "@type": "propertyValue"
    },
    {
      "name": "experience_software",
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    },
    {
      "name": "experience_asset_management",
      "@type": "propertyValue"
    },
    {
      "name": "experience_law",
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    },
    {
      "name": "experience_consulting",
      "@type": "propertyValue"
    },
    {
      "name": "experience_accounting",
      "@type": "propertyValue"
    },
    {
      "name": "ea_interest_change",
      "@type": "propertyValue"
    },
    {
      "name": "ea_community_excitement",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_too_demanding",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_limited_advice",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_too_few_jobs",
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    },
    {
      "name": "ea_barrier_job_too_hard",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_unclear_where_donate",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_unclear_how_movement_building",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_lack_mentor",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_not_diverse",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_not_welcoming",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_elitist",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_unsocial",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_no_ea_friends",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_no_group",
      "@type": "propertyValue"
    },
    {
      "name": "ea_barrier_no_ea_content",
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    },
    {
      "name": "ea_barrier_no_barrier",
      "@type": "propertyValue"
    },
    {
      "name": "ea_involve_ea_career",
      "@type": "propertyValue"
    },
    {
      "name": "ea_involve_volunteer",
      "@type": "propertyValue"
    },
    {
      "name": "ea_involve_ea_events",
      "@type": "propertyValue"
    },
    {
      "name": "ea_involve_give",
      "@type": "propertyValue"
    },
    {
      "name": "ea_involve_education",
      "@type": "propertyValue"
    },
    {
      "name": "ea_involve_local_group",
      "@type": "propertyValue"
    },
    {
      "name": "ea_involve_global_events",
      "@type": "propertyValue"
    },
    {
      "name": "ea_involve_social",
      "@type": "propertyValue"
    },
    {
      "name": "retention_gwwc",
      "@type": "propertyValue"
    },
    {
      "name": "retention_givewell",
      "@type": "propertyValue"
    },
    {
      "name": "retention_ea_funds",
      "@type": "propertyValue"
    },
    {
      "name": "retention_donation_other",
      "@type": "propertyValue"
    },
    {
      "name": "retention_ea_project",
      "@type": "propertyValue"
    },
    {
      "name": "retention_eag",
      "@type": "propertyValue"
    },
    {
      "name": "retention_eagx",
      "@type": "propertyValue"
    },
    {
      "name": "retention_local_group",
      "@type": "propertyValue"
    },
    {
      "name": "retention_local_group_leader",
      "@type": "propertyValue"
    },
    {
      "name": "retention_personal_contact",
      "@type": "propertyValue"
    },
    {
      "name": "retention_ea_forum",
      "@type": "propertyValue"
    },
    {
      "name": "retention_ssc",
      "@type": "propertyValue"
    },
    {
      "name": "retention_lw",
      "@type": "propertyValue"
    },
    {
      "name": "retention_ea_fb",
      "@type": "propertyValue"
    },
    {
      "name": "retention_ea_discord",
      "@type": "propertyValue"
    },
    {
      "name": "retention_future_perfect",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ea_fb",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_other_fb",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_other_social",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ea_newsletter",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ace",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_gwwc",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_other_ea_org",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_friend",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_lw",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_local_group",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ssc",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ea_forum",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_80K",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_other",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_favor",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_involved",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_disagreed_premise",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_underexposed",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_uninterested",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_no_friends",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_no_opportunity",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_offended",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_bad_experience",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_misunderstood",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_life_change",
      "@type": "propertyValue"
    },
    {
      "name": "ea_dont_know_drift_reason",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_mental_health",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_ai_risk",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_nuclear_security",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_biosecurity",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_other_xrisk",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_rationality",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_climate_change",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_animals",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_meta",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_poverty",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_cause_pri",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_other",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_mental_health",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_ai_risk",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_nuclear_security",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_biosecurity",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_other_xrisk",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_rationality",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_climate_change",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_animals",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_meta",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_poverty",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_cause_pri",
      "@type": "propertyValue"
    },
    {
      "name": "moral_philosophy",
      "@type": "propertyValue"
    },
    {
      "name": "familiar_population_ethics",
      "@type": "propertyValue"
    },
    {
      "name": "utilitarianism_type",
      "@type": "propertyValue"
    },
    {
      "name": "dpe",
      "@type": "propertyValue"
    },
    {
      "name": "dpe2",
      "@type": "propertyValue"
    },
    {
      "name": "ea_id",
      "@type": "propertyValue"
    },
    {
      "name": "currency",
      "@type": "propertyValue"
    },
    {
      "name": "donate_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "plan_donate_2019_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_RC_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_meta_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_animal_welfare_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_ltf_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_global_health_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_80K_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cfar_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_miri_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gf_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ace_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mfa_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cea_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_dtw_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gw_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sci_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gd_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ef_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_amf_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_thl_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "income_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "p_donate_2018",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_animal_welfare_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_cause_prioritization_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_biosecurity_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_climate_change_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_nuclear_security_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_ai_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_mental_health_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_poverty_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_rationality_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_meta_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_xrisk_other_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_other_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_other_which_b",
      "@type": "propertyValue"
    },
    {
      "name": "left",
      "@type": "propertyValue"
    },
    {
      "name": "gender_b",
      "@type": "propertyValue"
    },
    {
      "name": "veg_b",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_meta_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_cause_pri_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_poverty_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_animal_welfare_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_far_future_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "student",
      "@type": "propertyValue"
    },
    {
      "name": "age",
      "@type": "propertyValue"
    }
  ]
}`